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{ |
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"_name_or_path": "SCAI-BIO/bio-gottbert-base", |
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"architectures": [ |
|
"RobertaForTokenClassification" |
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], |
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"attention_probs_dropout_prob": 0.1, |
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"bos_token_id": 0, |
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"classifier_dropout": null, |
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"eos_token_id": 2, |
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"gradient_checkpointing": false, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 768, |
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"id2label": { |
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"0": "B-Mutation", |
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"1": "B-ExpressionSignal", |
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"2": "B-PolaritySignal", |
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"3": "I-HematoDiagnosis", |
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"4": "I-MorphologicAbnormality", |
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"5": "B-Infection", |
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"6": "I-Infection", |
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"7": "I-Proliferation", |
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"8": "B-Hematopoiesis", |
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"9": "I-DiagnosisType", |
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"10": "I-CellAssociation", |
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"11": "B-SizeSignal", |
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"12": "I-ShiftSignal", |
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"13": "I-PolaritySignal", |
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"14": "O", |
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"15": "B-AmountSignal", |
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"16": "B-MalignancySignal", |
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"17": "I-SizeSignal", |
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"18": "I-OtherDiagnosis", |
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"19": "I-MalignancySignal", |
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"20": "B-Expression", |
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"21": "B-DiagnosisType", |
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"22": "B-Proliferation", |
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"23": "I-Expression", |
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"24": "B-QuantitySignal", |
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"25": "B-MorphologicAbnormality", |
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"26": "B-ShiftSignal", |
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"27": "B-HematoDiagnosis", |
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"28": "B-CellType", |
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"29": "B-OtherDiagnosis", |
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"30": "B-ClonalitySignal", |
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"31": "B-CellAssociation", |
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"32": "I-QuantitySignal", |
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"33": "I-Mutation", |
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"34": "I-Hematopoiesis", |
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"35": "I-CellType", |
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"36": "I-AmountSignal", |
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"37": "I-ClonalitySignal", |
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"38": "I-ExpressionSignal" |
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}, |
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"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"B-AmountSignal": 15, |
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"B-CellAssociation": 31, |
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"B-CellType": 28, |
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"B-ClonalitySignal": 30, |
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"B-DiagnosisType": 21, |
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"B-Expression": 20, |
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"B-ExpressionSignal": 1, |
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"B-HematoDiagnosis": 27, |
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"B-Hematopoiesis": 8, |
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"B-Infection": 5, |
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"B-MalignancySignal": 16, |
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"B-MorphologicAbnormality": 25, |
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"B-Mutation": 0, |
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"B-OtherDiagnosis": 29, |
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"B-PolaritySignal": 2, |
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"B-Proliferation": 22, |
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"B-QuantitySignal": 24, |
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"B-ShiftSignal": 26, |
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"B-SizeSignal": 11, |
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"I-AmountSignal": 36, |
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"I-CellAssociation": 10, |
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"I-CellType": 35, |
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"I-ClonalitySignal": 37, |
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"I-DiagnosisType": 9, |
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"I-Expression": 23, |
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"I-ExpressionSignal": 38, |
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"I-HematoDiagnosis": 3, |
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"I-Hematopoiesis": 34, |
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"I-Infection": 6, |
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"I-MalignancySignal": 19, |
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"I-MorphologicAbnormality": 4, |
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"I-Mutation": 33, |
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"I-OtherDiagnosis": 18, |
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"I-PolaritySignal": 13, |
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"I-Proliferation": 7, |
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"I-QuantitySignal": 32, |
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"I-ShiftSignal": 12, |
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"I-SizeSignal": 17, |
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"O": 14 |
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}, |
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"layer_norm_eps": 1e-05, |
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"max_position_embeddings": 514, |
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"model_type": "roberta", |
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"num_attention_heads": 12, |
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"num_hidden_layers": 12, |
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"pad_token_id": 1, |
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"position_embedding_type": "absolute", |
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"torch_dtype": "float32", |
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"transformers_version": "4.36.2", |
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"type_vocab_size": 1, |
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"use_cache": true, |
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"vocab_size": 52009 |
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} |
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